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Neural-Symbolic Entangled Framework for Complex Query Answering


Sep 19, 2022
Zezhong Xu, Wen Zhang, Peng Ye, Hui Chen, Huajun Chen

* Paper accepted by NeurIPS2022 

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Aspect-based Sentiment Classification with Sequential Cross-modal Semantic Graph


Aug 19, 2022
Yufeng Huang, Zhuo Chen, Wen Zhang, Jiaoyan Chen, Jeff Z. Pan, Zhen Yao, Yujie Xie, Huajun Chen

* Work in progress 

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DUET: Cross-modal Semantic Grounding for Contrastive Zero-shot Learning


Jul 04, 2022
Zhuo Chen, Yufeng Huang, Jiaoyan Chen, Yuxia Geng, Wen Zhang, Yin Fang, Jeff Z. Pan, Wenting Song, Huajun Chen

* Work in progress 

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Disentangled Ontology Embedding for Zero-shot Learning


Jun 08, 2022
Yuxia Geng, Jiaoyan Chen, Wen Zhang, Yajing Xu, Zhuo Chen, Jeff Z. Pan, Yufeng Huang, Feiyu Xiong, Huajun Chen

* Accepted by KDD'22 

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Decoupling Knowledge from Memorization: Retrieval-augmented Prompt Learning


May 29, 2022
Xiang Chen, Lei Li, Ningyu Zhang, Xiaozhuan Liang, Shumin Deng, Chuanqi Tan, Fei Huang, Luo Si, Huajun Chen

* Work in progress 

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Relphormer: Relational Graph Transformer for Knowledge Graph Representation


May 24, 2022
Zhen Bi, Siyuan Cheng, Ningyu Zhang, Xiaozhuan Liang, Feiyu Xiong, Huajun Chen

* Work in progress 

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Commonsense Knowledge Salience Evaluation with a Benchmark Dataset in E-commerce


May 22, 2022
Yincen Qu, Ningyu Zhang, Hui Chen, Zelin Dai, Zezhong Xu, Chengming Wang, Xiaoyu Wang, Qiang Chen, Huajun Chen

* Work in progress 

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Meta-Learning Based Knowledge Extrapolation for Knowledge Graphs in the Federated Setting


May 10, 2022
Mingyang Chen, Wen Zhang, Zhen Yao, Xiangnan Chen, Mengxiao Ding, Fei Huang, Huajun Chen

* IJCAI 2022 

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Good Visual Guidance Makes A Better Extractor: Hierarchical Visual Prefix for Multimodal Entity and Relation Extraction


May 07, 2022
Xiang Chen, Ningyu Zhang, Lei Li, Yunzhi Yao, Shumin Deng, Chuanqi Tan, Fei Huang, Luo Si, Huajun Chen

* Accepted by NAACL 2022 

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Hybrid Transformer with Multi-level Fusion for Multimodal Knowledge Graph Completion


May 04, 2022
Xiang Chen, Ningyu Zhang, Lei Li, Shumin Deng, Chuanqi Tan, Changliang Xu, Fei Huang, Luo Si, Huajun Chen

* Accepted by SIGIR 2022 

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